Publications of project MASH
2014
| Adaptive Sampling for Large Scale Boosting, and , in: Journal of Machine Learning Research, 15:1431-1453, 2014 |
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2013
| Accelerated Training of Linear Object Detectors, and , in: CVPR 2013 Workshop on Structured Prediction, 2013 |
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| Deformable Part Models with Individual Part Scaling, and , in: British Machine Vision Conference, 2013 |
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| Fast Object Detection with Entropy-Driven Evaluation, , , and , in: Proceedings of the Conference on Computer Vision and Pattern Recognition, 2013 |
| Object Classification and Detection in High Dimensional Feature Space, , Programme doctoral en Informatique, Communications et Information, 2013 |
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| Reservoir Boosting : Between Online and Offline Ensemble Learning, and , in: Proceedings of the international conference on Neural Information Processing Systems, 2013 |
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2012
| Exact Acceleration of Linear Object Detectors, and , in: Proceedings of the European Conference on Computer Vision, 2012 |
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| Improving Object Classification using Pose Information, , , and , Idiap-RR-30-2012 |
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| Iterative Relevance Feedback with Adaptive Exploration/Exploitation Trade-off, and , in: Proceedings of the 21st ACM Conference on Information and Knowledge Management, pages 1323-1331, 2012 |
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| Macro-Action Discovery Based on Change Point Detection and Boosting, and , in: International Conference on Machine Learning and Applications, 2012 |
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2011
| Boosting with Maximum Adaptive Sampling, and , in: Proceedings of the Neural Information Processing Systems Conference, 2011 |
| Comparing machines and humans on a visual categorization test, , , , , and , in: Proceedings of the National Academy of Sciences, 2011 |
| HEAT: Iterative Relevance Feedback with One Million Images, and , Idiap-RR-33-2011 |
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| HEAT: Iterative Relevance Feedback with One Million Images, and , in: Proceedings of the IEEE International Conference on Computer Vision, pages 2118-2125, 2011 |
| Tasting Families of Features for Image Classification, and , in: International Conference on Computer Vision, 2011 |
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| The MASH Project, , , and , in: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2011 |
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2010
| Joint Cascade Optimization Using a Product Of Boosted Classifiers, and , in: Proceedings of the Neural Information Processing Systems Conference, pages 1315–1323, 2010 |